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Interactive video retrieval in the age of deep learning
Book title (Conference Proceedings)
Proceedings of the 2019 on International Conference on Multimedia Retrieval
Place of Conference
Ottawa, Canada
Publisher
ACM
Pages
2-4
ISSN/ISBN
978-1-4503-6765-3
Abstract
We present a tutorial focusing on video retrieval tasks, where state-of-the-art deep learning approaches still benefit from interactive decisions of users. The tutorial covers general introduction to the interactive video retrieval research area, state-of-the-art video retrieval systems, evaluation campaigns and recently observed results. Moreover, a significant part of the tutorial is dedicated to a practical exercise with three selected state-of-the-art systems in the form of an interactive video retrieval competition. Participants of this tutorial will gain a practical experience and also a general insight of the interactive video retrieval topic, which is a good start to focus their research on unsolved challenges in this area.
